Discrete Data (Attribute Data) - represents counted / classified / categorized data. Only a finite number of values are possible and it cannot be subdivided meaningfully. E.g. number of defects, number of people in a room, number of products audited etc.
An application oriented question on the topic along with responses can be seen below. The best answer was provided by Kavitha Sundar on 6th October 2017.